{"id":"W4294564714","doi":"10.1111/1365-2664.14258","title":"Incorporating management action suitability in conservation plans","year":2022,"lang":"en","type":"article","venue":"Journal of Applied Ecology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"Royal Society Te Apārangi","keywords":"Interim; Negotiation; Environmental resource management; Computer science; Action (physics); Management by objectives; Biodiversity conservation; Adaptive management; Risk analysis (engineering); Management science; Biodiversity; Business; Ecology; Geography; Engineering; Economics; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006035612,0.00004150885,0.00009206991,0.00004349471,0.00009572658,0.000005624206,0.0001038907,0.00002126602,0.02353093],"category_scores_gemma":[0.000006957134,0.00004263322,0.00002192313,0.0001745309,0.0000394218,0.00005484108,0.0001306853,0.0001538322,0.00004740823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001185056,"about_ca_system_score_gemma":0.00000719056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002196088,"about_ca_topic_score_gemma":0.0009083793,"domain_scores_codex":[0.999369,0.00003652205,0.0002551453,0.00007920725,0.000154951,0.0001051479],"domain_scores_gemma":[0.9996502,0.00003181989,0.0002337589,0.0000544498,0.000004172955,0.00002561049],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004133369,0.0005240837,0.9548578,0.00001600355,0.00001842675,0.00005557564,0.0004916079,0.007428919,0.007622837,0.01153161,0.01272273,0.004317099],"study_design_scores_gemma":[0.0005326982,0.00009093248,0.9782534,4.922184e-7,0.000005386746,0.00002285019,0.006685592,0.0001031907,0.0001593642,0.00208775,0.01201149,0.00004683411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9717302,0.000001313224,0.00003052464,0.0008130827,0.0001780924,0.00009984867,0.000005883902,0.00000441004,0.02713664],"genre_scores_gemma":[0.9992969,0.000005853764,0.0001188333,0.0005023123,0.00001110056,0.00001943026,0.000009089986,0.000002489757,0.00003400165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02756668,"threshold_uncertainty_score":0.9773617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02956397160793624,"score_gpt":0.2529157393384595,"score_spread":0.2233517677305233,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}